Reduced adipose tissue in growth-restricted fetuses using quantitative analysis of magnetic resonance images.

Aviad Rabinowich Netanell AvisdrisAyala ZilbermanDaphna Link-SouraniSapir LazarJacky HerzlichBella Specktor-FadidaLeo JoskowiczGustavo MalingerLiat Ben-SiraLiran HierschDafna Ben Bashat

Published in: European radiology (2023)

• Fat-water MRI can be used to assess the fetal nutritional status quantitatively. • Lipid deposition increased throughout the third trimester in AGA fetuses. • FGR and SGA have reduced lipid deposition compared with AGA fetuses, more predominant in FGR.

Keyphrases

gestational age
adipose tissue
magnetic resonance
contrast enhanced
preterm birth
fatty acid
insulin resistance
magnetic resonance imaging
deep learning
high fat diet
optical coherence tomography
convolutional neural network
type diabetes
computed tomography
skeletal muscle
machine learning
pregnancy outcomes